AIMC Topic: Liver Cirrhosis

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Artificial Intelligence-Based Feature Analysis of Ultrasound Images of Liver Fibrosis.

Computational intelligence and neuroscience Jul 30, 2022
Liver fibrosis is a common liver disease that seriously endangers human health. Liver biopsy is the gold standard for diagnosing liver fibrosis, but its clinical use is limited due to its invasive nature. Ultrasound image examination is a widely used...
Ultrasonography Neural Networks, Computer Liver Cirrhosis Artificial Intelligence Humans
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Clinical application of deep learning and radiomics in hepatic disease imaging: a systematic scoping review.

The British journal of radiology Jul 14, 2022
OBJECTIVE: Artificial intelligence (AI) has begun to play a pivotal role in hepatic imaging. This systematic scoping review summarizes the latest progress of AI in evaluating hepatic diseases based on computed tomography (CT) and magnetic resonance (...
Carcinoma, Hepatocellular Humans Liver Cirrhosis Artificial Intelligence Deep Learning Liver Neoplasms
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Performance of a generative adversarial network using ultrasound images to stage liver fibrosis and predict cirrhosis based on a deep-learning radiomics nomogram.

Clinical radiology Jul 8, 2022
AIM: To investigate the performance of a generative adversarial network (GAN) model for staging liver fibrosis and its radiomics-based nomogram for predicting cirrhosis.
Humans Retrospective Studies Liver Cirrhosis Nomograms Deep Learning Ultrasonography
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Machine learning-based system for prediction of ascites grades in patients with liver cirrhosis using laboratory and clinical data: design and implementation study.

Clinical chemistry and laboratory medicine May 24, 2022
OBJECTIVES: The aim of the study was to implement a non-invasive model to predict ascites grades among patients with cirrhosis.
Liver Cirrhosis Support Vector Machine Machine Learning Algorithms Ascites Humans Neural Networks, Computer
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Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI.

Scientific reports May 18, 2022
Although CT and MRI are standard procedures in cirrhosis diagnosis, differentiation of etiology based on imaging is not established. This proof-of-concept study explores the potential of deep learning (DL) to support imaging-based differentiation of ...
Retrospective Studies Deep Learning Humans Magnetic Resonance Imaging Liver Cirrhosis, Alcoholic Liver Cirrhosis
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Deep learning and non-invasive assessment of significant fibrosis: does adding more toppings improve the flavor of prediction?

Hepatology international Mar 31, 2022
Fibrosis Deep Learning Liver Cirrhosis Humans
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Diagnosis of significant liver fibrosis in patients with chronic hepatitis B using a deep learning-based data integration network.

Hepatology international Mar 21, 2022
BACKGROUND AND AIMS: Chronic hepatitis B virus (CHB) infection remains a major global health burden and the non-invasive and accurate diagnosis of significant liver fibrosis (≥ F2) in CHB patients is clinically very important. This study aimed to ass...
Hepatitis B, Chronic Elasticity Imaging Techniques Liver Biopsy Liver Cirrhosis Humans Deep Learning ROC Curve
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Neuronal Apoptosis in Patients with Liver Cirrhosis and Neuronal Epileptiform Discharge Model Based upon Multi-Modal Fusion Deep Learning.

Journal of healthcare engineering Mar 17, 2022
Neurons refer to nerve cells. Each neuron is connected with thousands of other neurons to form a corresponding functional area and carry out complex communication with other functional areas. Its importance to the human body is self-evident. There ar...
Liver Cirrhosis Neurons Apoptosis Humans Bayes Theorem Deep Learning
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An imaging-based artificial intelligence model for non-invasive grading of hepatic venous pressure gradient in cirrhotic portal hypertension.

Cell reports. Medicine Mar 15, 2022
The hepatic venous pressure gradient (HVPG) is the gold standard for cirrhotic portal hypertension (PHT), but it is invasive and specialized. Alternative non-invasive techniques are needed to assess the hepatic venous pressure gradient (HVPG). Here, ...
Artificial Intelligence Liver Cirrhosis Diagnostic Imaging Hypertension, Portal Humans Portal Pressure
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Diagnosis of Liver Cirrhosis and Liver Fibrosis by Artificial Intelligence Algorithm-Based Multislice Spiral Computed Tomography.

Computational and mathematical methods in medicine Mar 15, 2022
This research was aimed at investigating the artificial intelligence (AI) segmentation algorithm-based multislice spiral computed tomography (MSCT) in the diagnosis of liver cirrhosis and liver fibrosis. Besides, it was aimed at providing new methods...
Liver Cirrhosis Tomography, Spiral Computed Algorithms Humans Artificial Intelligence
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